The pounding started again. He flinched, his hand flying to his chest. The tremor in his fingers was mirrored by the furious rhythm coming through the wall. He squeezed his eyes shut, trying to visualize a silent, white room. It never worked. His jaw clenched, the muscles tight against his skull. He grabbed his phone, his thumb hovering over the dial button. Not yet. He took a deep breath, or at least he tried to. It was more of a shallow gasp. The incessant thumping seemed to be inside of him now.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion tormented. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 tormented stories, after denoising with neutral dialogue baselines, produces the tormented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tormented vector is projected through the unembedding matrix.

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354